Sense Ruby Navigation - Baseline: leaderboard
Sense Ruby Navigation measures how completely coding agents locate must-find code across 13 pinned Ruby and Rails repositories; this board averages exact path-and-line cited recall for the normal-tools baseline arm.
Metric: Mean cited recall across repositories (%). Source: github.com. Saturation forecast: Around October 2027. 5 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.5 | 71.46 | #31 |
| 2 | Qwen3 Coder Next | 48.15 | #326 |
| 3 | Claude Opus 4.8 | 43.46 | #37 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=sense-ruby-navigation-baseline · How It Works · Data refreshed daily, snapshot 2026-10-20.